Ai Leadsheet

D 57 completed
Other
web_app / html · tiny
32
Files
5,810
LOC
1
Frameworks
5
Languages

Pipeline State

completed
Run ID
#360422
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
48.08
Framework unique
Isolation
Last stage change
2026-05-10 03:35:10
Deduplication group #60032
Member of a group with 6 similar repo(s) — canonical #109732 view group →
Top concepts (2)
Project DescriptionWeb Backend
Repobility · code-quality intelligence · https://repobility.com

AI Prompt

Create a web application called "ai-leadsheet" that helps beginners learn to play songs they generated using AI tools like Suno or Udio. The core functionality should allow a user to upload an MP3 or WAV audio file. The backend, built with FastAPI, needs to process this audio to detect the key and identify the 3–5 main chords. The frontend should display these chords as large, simple finger diagrams and allow the user to play along as the chords highlight in sync with the audio. Additionally, the app must provide plain English explanations, suggest simplified chords (like Cmaj7 instead of Cmaj9), and link to contextual lessons on sites like JustinGuitar or Marty Music for learning the detected chords.
python fastapi web-app music-theory audio-processing ai-music guitar-lessons frontend
Generated by gemma4:latest

Catalog Information

> Your AI song as your first music lesson.

Description

> Your AI song as your first music lesson.

Novelty

3/10

Tags

python fastapi web-app music-theory audio-processing ai-music guitar-lessons frontend

Technologies

anthropic fastapi

Claude Models

claude-opus-4-6

Quality Score

D
57.4/100
Structure
50
Code Quality
75
Documentation
64
Testing
0
Practices
67
Security
90
Dependencies
60

Strengths

  • Code linting configured (ruff (possible))
  • Consistent naming conventions (snake_case)
  • Good security practices \u2014 no major issues detected

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • No tests found \u2014 high risk of regressions
  • No CI/CD configuration \u2014 manual testing and deployment
  • Potential hardcoded secrets in 1 files
  • 145 duplicate lines detected \u2014 consider DRY refactoring
  • 1 'god files' with >500 LOC need decomposition

Recommendations

  • Add a test suite \u2014 start with critical path integration tests
  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a LICENSE file (MIT recommended for open source)
  • Move hardcoded secrets to environment variables or a secrets manager

Security & Health

4.6h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
Repobility — the code-quality scanner for AI-generated software · https://repobility.com
Unknown
License
3.2%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

html
52.9%
python
28.9%
markdown
14.6%
javascript
3.0%
toml
0.6%

Frameworks

FastAPI

Concepts (2)

Findings curated by Repobility · https://repobility.com
CategoryNameDescriptionConfidence
Want fix-PRs on findings? Install Repobility's GitHub App · github.com/apps/repobility-bot
auto_descriptionProject Description> Your AI song as your first music lesson.80%
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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